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<meta name="author" content="Magdalena Breyer" />

<meta name="date" content="2024-06-05" />

<title>Perceptions of the Social Status Hierarchy and Its Cultural and Economic Sources</title>

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) 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<h1 class="title toc-ignore">Perceptions of the Social Status Hierarchy
and Its Cultural and Economic Sources</h1>
<h3 class="subtitle">Replication File</h3>
<h4 class="author">Magdalena Breyer</h4>
<h4 class="date">2024-06-05</h4>

</div>

<div id="TOC">
<ul>
<li><a href="#data" id="toc-data">Data</a></li>
<li><a href="#main-text-results" id="toc-main-text-results">Main text
results</a>
<ul>
<li><a href="#figure-1" id="toc-figure-1">Figure 1</a></li>
<li><a href="#figure-2" id="toc-figure-2">Figure 2</a></li>
<li><a href="#figure-3" id="toc-figure-3">Figure 3</a></li>
<li><a href="#figure-4" id="toc-figure-4">Figure 4</a></li>
</ul></li>
<li><a href="#online-appendix" id="toc-online-appendix">Online
Appendix</a>
<ul>
<li><a href="#table-a1" id="toc-table-a1">Table A1</a></li>
<li><a href="#table-a2" id="toc-table-a2">Table A2</a></li>
<li><a href="#figure-d1" id="toc-figure-d1">Figure D1</a></li>
<li><a href="#table-d1" id="toc-table-d1">Table D1</a></li>
<li><a href="#table-d2" id="toc-table-d2">Table D2</a></li>
<li><a href="#table-e1" id="toc-table-e1">Table E1</a></li>
<li><a href="#table-e2" id="toc-table-e2">Table E2</a></li>
<li><a href="#figure-f1" id="toc-figure-f1">Figure F1</a></li>
<li><a href="#figure-f3" id="toc-figure-f3">Figure F3</a></li>
<li><a href="#table-f3" id="toc-table-f3">Table F3</a></li>
<li><a href="#figure-g1" id="toc-figure-g1">Figure G1</a></li>
<li><a href="#figure-g2" id="toc-figure-g2">Figure G2</a></li>
<li><a href="#figure-g3" id="toc-figure-g3">Figure G3</a></li>
<li><a href="#figure-g4" id="toc-figure-g4">Figure G4</a></li>
<li><a href="#table-g1" id="toc-table-g1">Table G1</a></li>
<li><a href="#table-h1" id="toc-table-h1">Table H1</a></li>
<li><a href="#figure-h1" id="toc-figure-h1">Figure H1</a></li>
<li><a href="#figure-h2" id="toc-figure-h2">Figure H2</a></li>
<li><a href="#figure-h3" id="toc-figure-h3">Figure H3</a></li>
<li><a href="#figure-h4" id="toc-figure-h4">Figure H4</a></li>
<li><a href="#figure-h5" id="toc-figure-h5">Figure H5</a></li>
<li><a href="#figure-h6" id="toc-figure-h6">Figure H6</a></li>
<li><a href="#table-h2" id="toc-table-h2">Table H2</a></li>
<li><a href="#table-h3" id="toc-table-h3">Table H3</a></li>
</ul></li>
</ul>
</div>

<pre class="r"><code>knitr::opts_chunk$set(echo = TRUE, warning = F, message = F)

# packages
if (!require(&quot;pacman&quot;)) install.packages(&quot;pacman&quot;) </code></pre>
<pre><code>## Lade nötiges Paket: pacman</code></pre>
<pre class="r"><code>pacman::p_load(tidyverse, # v2.0.0
               cregg, # v0.4.0
               scales, # v1.3.0
               viridis, # v0.6.5
               RColorBrewer, # v1.1.3
               gridExtra, # v2.3
               kableExtra, # v1.4.0
               modelsummary # v2.1.0
)
theme_set(theme_bw())</code></pre>
<div id="data" class="section level1">
<h1>Data</h1>
<pre class="r"><code># choice task

df_long &lt;- readRDS(&quot;../data/df_choice_rep.rds&quot;)

# rating task

df_rate_long &lt;- readRDS(&quot;../data/df_rating_rep.rds&quot;) 

# wide format (for descriptive statistics, NA not excluded)

df_wide &lt;- readRDS(&quot;../data/df_wide_rep.rds&quot;) </code></pre>
</div>
<div id="main-text-results" class="section level1">
<h1>Main text results</h1>
<pre class="r"><code># Formula choice and rating outcome

fc &lt;- selected ~  Occupation * Education + Income + Gender + Sexuality +
  Migration.background + Place.of.residence + Age</code></pre>
<div id="figure-1" class="section level2">
<h2>Figure 1</h2>
<pre class="r"><code>statusmm &lt;- cj(df_long, estimate = &quot;mm&quot;, fc, id = ~ respondent)

plot(statusmm, vline = 0.5) + 
  scale_x_continuous(limits = c(0.25, 0.85), breaks = c(0.3, 0.5, 0.7, 0.9)) +
  theme_bw() +
  theme(legend.position = &quot;none&quot;) +
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                                  &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                                  &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                                  &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;)))</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Marginal means for the sources of social status. Note: Results of the choice-based outcome of the conjoint. Standard errors were clustered to level of respondents and bars display 95% confidence intervals." width="576" />
<p class="caption">
Marginal means for the sources of social status. Note: Results of the
choice-based outcome of the conjoint. Standard errors were clustered to
level of respondents and bars display 95% confidence intervals.
</p>
</div>
</div>
<div id="figure-2" class="section level2">
<h2>Figure 2</h2>
<pre class="r"><code># AMCEs

statusamces &lt;- cj(df_long, fc, estimate = &quot;amce&quot;,
                  id = ~ respondent) %&gt;% 
  mutate(
    dimension = if_else(feature %in% c(&quot;Occupation&quot;, &quot;Education&quot;, &quot;Income&quot;), &quot;Economic&quot;,
                        if_else(feature %in% c(&quot;Gender&quot;, &quot;Sexuality&quot;, &quot;Migration.background&quot;, &quot;Place.of.residence&quot;), &quot;Cultural&quot;,
                                &quot;Neither&quot;)),
    dimension = relevel(factor(dimension), &quot;Economic&quot;, &quot;Cultural&quot;, &quot;Neither&quot;)
  )


# take into account bounds to standardize AMCEs

statusamces_s &lt;- statusamces %&gt;%
  group_by(feature) %&gt;%
  add_tally() %&gt;% # number of levels per feature
  mutate(
    low_bound = - (1 - (1 / n)),
    up_bound = (1 - (1 / n)),
    estimate_old = estimate,
    estimate = rescale(estimate, to = c(-1, 1), from = range(low_bound, up_bound)),
    lower = rescale(lower, to = c(-1, 1), from = range(low_bound, up_bound)), #CIs
    upper = rescale(upper, to = c(-1, 1), from = range(low_bound, up_bound))
    ) 

# Range of AMCEs in one attribute as percentages of total range 

feat_imp_s &lt;- statusamces_s %&gt;%
  group_by(feature) %&gt;%
  summarise(maxe = max(estimate),
            mine = min(estimate),
            rng = maxe-mine) %&gt;%
  ungroup %&gt;%
  mutate(
    sumr = sum(rng),
    importance = (rng / sumr) * 100,
    sumi = sum(importance)
  ) %&gt;%
  mutate(
    dimension = if_else(feature %in% c(&quot;Occupation&quot;, &quot;Education&quot;, &quot;Income&quot;), &quot;economic&quot;,
                        if_else(feature %in% c(&quot;Gender&quot;, &quot;Sexuality&quot;, &quot;Migration.background&quot;, &quot;Place.of.residence&quot;), &quot;cultural&quot;,
                                &quot;neither&quot;))
  )

ggplot(feat_imp_s, aes(fct_reorder(feature, importance, .desc = F), importance, fill = dimension)) + 
  geom_col() + coord_flip() +
  scale_fill_grey() +
  scale_y_continuous(limits = c(0,30)) +
  theme(legend.position = &quot;bottom&quot;) +
  theme(legend.title=element_blank()) +
  labs(x = NULL, y = &quot;Importance in %&quot;) +
  scale_x_discrete(labels = rev(c(&quot;Occupation&quot;, &quot;Migration background&quot;, &quot;Income&quot;, &quot;Education&quot;, 
                              &quot;Sexuality&quot;, &quot;Gender&quot;, &quot;Age&quot;, &quot;Place of residence&quot;)))</code></pre>
<div class="figure" style="text-align: center">
<img 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" alt="Importance of attributes by status dimension. Note: Importance in percent denotes the share an attribute contributes to the range of AMCEs of all attributes" width="576" />
<p class="caption">
Importance of attributes by status dimension. Note: Importance in
percent denotes the share an attribute contributes to the range of AMCEs
of all attributes
</p>
</div>
</div>
<div id="figure-3" class="section level2">
<h2>Figure 3</h2>
<pre class="r"><code>mm_by_mig &lt;- cj(df_long, fc, estimate = &quot;mm&quot;, id = ~ respondent,
                by = ~ migrationb)

mm_by_mig_diff &lt;- cj(df_long, fc, estimate = &quot;mm_diff&quot;, id = ~ respondent,
                     by = ~ migrationb)

smig &lt;- plot(mm_by_mig, group = &quot;migrationb&quot;, vline = 0.5, size = 1) +
  scale_color_brewer(palette = &quot;Paired&quot;, na.translate = F) +
  theme_bw() +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                                  &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                                  &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                                  &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;))) +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank(),
        text = element_text(size=10)) +
  guides(color=guide_legend(ncol=2,nrow=1,byrow=T))


smig_diff &lt;- plot(mm_by_mig_diff, group = &quot;migrationb&quot;, size = 1) +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_y_discrete(labels = NULL) +
  scale_colour_grey(na.translate = F) + 
  theme_bw() +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))


pmig &lt;- arrangeGrob(smig, smig_diff, ncol = 2,
                     widths = unit(c(10,7), c(&quot;cm&quot;)))
grid.arrange(pmig)</code></pre>
<div class="figure">
<img 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" alt="Subgroup heterogeneity by respondent migration background. Note: Results of the choice-based outcome of the conjoint: Left plot shows marginal means by respondent migration background, right plot shows difference between the two groups. Standard errors were clustered to level of respondents and bars display 95% confidence intervals." width="864" />
<p class="caption">
Subgroup heterogeneity by respondent migration background. Note: Results
of the choice-based outcome of the conjoint: Left plot shows marginal
means by respondent migration background, right plot shows difference
between the two groups. Standard errors were clustered to level of
respondents and bars display 95% confidence intervals.
</p>
</div>
</div>
<div id="figure-4" class="section level2">
<h2>Figure 4</h2>
<pre class="r"><code>mm_by_ur &lt;- cj(df_long, fc, estimate = &quot;mm&quot;, id = ~ respondent,
               by = ~ urban_2cat)

mm_by_ur_diff &lt;- cj(df_long, fc, estimate = &quot;mm_diff&quot;, id = ~ respondent,
                    by = ~ urban_2cat)

sur &lt;- plot(mm_by_ur, group = &quot;urban_2cat&quot;, vline = 0.5, size = 1) +
  scale_color_brewer(palette = &quot;Paired&quot;, na.translate = F) +
  theme_bw() +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                                  &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                                  &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                                  &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;))) +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank(),
        text = element_text(size=10))

sur_diff &lt;- plot(mm_by_ur_diff, group = &quot;urban_2cat&quot;, size = 1) +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_y_discrete(labels = NULL) +
  scale_colour_grey(na.translate = F) + 
  theme_bw() +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

psur &lt;- arrangeGrob(sur, sur_diff, ncol = 2,
                     widths = unit(c(10,7), c(&quot;cm&quot;)))
grid.arrange(psur)</code></pre>
<div class="figure">
<img 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" alt="Subgroup heterogeneity by respondent urban or rural residence. Note: Results of the choice-based outcome of the conjoint: Left plot shows marginal means by respondent place of residence, right plot shows difference between the two groups. Standard errors were clustered to level of respondents and bars display 95% confidence intervals." width="864" />
<p class="caption">
Subgroup heterogeneity by respondent urban or rural residence. Note:
Results of the choice-based outcome of the conjoint: Left plot shows
marginal means by respondent place of residence, right plot shows
difference between the two groups. Standard errors were clustered to
level of respondents and bars display 95% confidence intervals.
</p>
</div>
</div>
</div>
<div id="online-appendix" class="section level1">
<h1>Online Appendix</h1>
<div id="table-a1" class="section level2">
<h2>Table A1</h2>
<pre class="r"><code># categorical
datasummary(data = df_wide,
            `Gender` + `Income group (household equivalized)` + 
              `Education group` + `Age group` +
              `Sexual orientation` + `Migration background` + `Urban/rural residence` +
              `Social status group` + `Past social status group` + `Future social status group` +
              `Social dominance orientation group` + `Left/right self-placement groups` + 1 ~  N + Percent(),
            title = &quot;Sample descriptives, categorical variables&quot;,
            output = &quot;kableExtra&quot;
            ) %&gt;% kable_classic()</code></pre>
<table class="table lightable-classic" style="color: black; width: auto !important; margin-left: auto; margin-right: auto; color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; margin-left: auto; margin-right: auto;">
<caption>
Sample descriptives, categorical variables
</caption>
<thead>
<tr>
<th style="text-align:left;">
</th>
<th style="text-align:left;">
</th>
<th style="text-align:right;">
N
</th>
<th style="text-align:right;">
Percent
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
other
</td>
<td style="text-align:right;">
7
</td>
<td style="text-align:right;">
0.28
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
male
</td>
<td style="text-align:right;">
1218
</td>
<td style="text-align:right;">
47.93
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
female
</td>
<td style="text-align:right;">
1316
</td>
<td style="text-align:right;">
51.79
</td>
</tr>
<tr>
<td style="text-align:left;">
Income group (household equivalized)
</td>
<td style="text-align:left;">
low income
</td>
<td style="text-align:right;">
789
</td>
<td style="text-align:right;">
31.05
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
medium income
</td>
<td style="text-align:right;">
761
</td>
<td style="text-align:right;">
29.95
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
high income
</td>
<td style="text-align:right;">
711
</td>
<td style="text-align:right;">
27.98
</td>
</tr>
<tr>
<td style="text-align:left;">
Education group
</td>
<td style="text-align:left;">
low
</td>
<td style="text-align:right;">
1027
</td>
<td style="text-align:right;">
40.42
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
medium
</td>
<td style="text-align:right;">
813
</td>
<td style="text-align:right;">
32.00
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
high
</td>
<td style="text-align:right;">
700
</td>
<td style="text-align:right;">
27.55
</td>
</tr>
<tr>
<td style="text-align:left;">
Age group
</td>
<td style="text-align:left;">
18-39 years
</td>
<td style="text-align:right;">
753
</td>
<td style="text-align:right;">
29.63
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
40-59 years
</td>
<td style="text-align:right;">
805
</td>
<td style="text-align:right;">
31.68
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
above 60 years
</td>
<td style="text-align:right;">
983
</td>
<td style="text-align:right;">
38.69
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexual orientation
</td>
<td style="text-align:left;">
LGBQ
</td>
<td style="text-align:right;">
185
</td>
<td style="text-align:right;">
7.28
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
heterosexual
</td>
<td style="text-align:right;">
2296
</td>
<td style="text-align:right;">
90.36
</td>
</tr>
<tr>
<td style="text-align:left;">
Migration background
</td>
<td style="text-align:left;">
no
</td>
<td style="text-align:right;">
1909
</td>
<td style="text-align:right;">
75.13
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
yes
</td>
<td style="text-align:right;">
627
</td>
<td style="text-align:right;">
24.68
</td>
</tr>
<tr>
<td style="text-align:left;">
Urban/rural residence
</td>
<td style="text-align:left;">
rural
</td>
<td style="text-align:right;">
867
</td>
<td style="text-align:right;">
34.12
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
urban
</td>
<td style="text-align:right;">
1642
</td>
<td style="text-align:right;">
64.62
</td>
</tr>
<tr>
<td style="text-align:left;">
Social status group
</td>
<td style="text-align:left;">
low status
</td>
<td style="text-align:right;">
1160
</td>
<td style="text-align:right;">
45.65
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
high status
</td>
<td style="text-align:right;">
1317
</td>
<td style="text-align:right;">
51.83
</td>
</tr>
<tr>
<td style="text-align:left;">
Past social status group
</td>
<td style="text-align:left;">
past low status
</td>
<td style="text-align:right;">
1215
</td>
<td style="text-align:right;">
47.82
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
past high status
</td>
<td style="text-align:right;">
1242
</td>
<td style="text-align:right;">
48.88
</td>
</tr>
<tr>
<td style="text-align:left;">
Future social status group
</td>
<td style="text-align:left;">
future low status
</td>
<td style="text-align:right;">
956
</td>
<td style="text-align:right;">
37.62
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
future high status
</td>
<td style="text-align:right;">
1444
</td>
<td style="text-align:right;">
56.83
</td>
</tr>
<tr>
<td style="text-align:left;">
Social dominance orientation group
</td>
<td style="text-align:left;">
low SDO
</td>
<td style="text-align:right;">
1506
</td>
<td style="text-align:right;">
59.27
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
high SDO
</td>
<td style="text-align:right;">
972
</td>
<td style="text-align:right;">
38.25
</td>
</tr>
<tr>
<td style="text-align:left;">
Left/right self-placement groups
</td>
<td style="text-align:left;">
left
</td>
<td style="text-align:right;">
1150
</td>
<td style="text-align:right;">
45.26
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
right
</td>
<td style="text-align:right;">
1291
</td>
<td style="text-align:right;">
50.81
</td>
</tr>
<tr>
<td style="text-align:left;">
</td>
<td style="text-align:left;">
All
</td>
<td style="text-align:right;">
2541
</td>
<td style="text-align:right;">
100.00
</td>
</tr>
</tbody>
</table>
</div>
<div id="table-a2" class="section level2">
<h2>Table A2</h2>
<pre class="r"><code># continuous
datasummary_skim(data = df_wide, type = &quot;numeric&quot;,
                 title = &quot;Sample descriptives, categorical variables&quot;,
                 output = &quot;kableExtra&quot;
                 ) %&gt;% kable_classic()</code></pre>
<table class="table lightable-classic" style="color: black; width: auto !important; margin-left: auto; margin-right: auto; color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; margin-left: auto; margin-right: auto;">
<thead>
<tr>
<th style="text-align:left;">
</th>
<th style="text-align:left;">
Unique
</th>
<th style="text-align:left;">
Missing Pct.
</th>
<th style="text-align:left;">
Mean
</th>
<th style="text-align:left;">
SD
</th>
<th style="text-align:left;">
Min
</th>
<th style="text-align:left;">
Median
</th>
<th style="text-align:left;">
Max
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
73
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
51.3
</td>
<td style="text-align:left;">
17.0
</td>
<td style="text-align:left;">
18.0
</td>
<td style="text-align:left;">
54.0
</td>
<td style="text-align:left;">
96.0
</td>
</tr>
<tr>
<td style="text-align:left;">
SSS
</td>
<td style="text-align:left;">
11
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
6.4
</td>
<td style="text-align:left;">
1.6
</td>
<td style="text-align:left;">
1.0
</td>
<td style="text-align:left;">
7.0
</td>
<td style="text-align:left;">
10.0
</td>
</tr>
<tr>
<td style="text-align:left;">
Past social status
</td>
<td style="text-align:left;">
11
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
6.3
</td>
<td style="text-align:left;">
1.9
</td>
<td style="text-align:left;">
1.0
</td>
<td style="text-align:left;">
7.0
</td>
<td style="text-align:left;">
10.0
</td>
</tr>
<tr>
<td style="text-align:left;">
Future social status
</td>
<td style="text-align:left;">
11
</td>
<td style="text-align:left;">
6
</td>
<td style="text-align:left;">
5.9
</td>
<td style="text-align:left;">
1.9
</td>
<td style="text-align:left;">
1.0
</td>
<td style="text-align:left;">
6.0
</td>
<td style="text-align:left;">
10.0
</td>
</tr>
<tr>
<td style="text-align:left;">
SDO
</td>
<td style="text-align:left;">
8
</td>
<td style="text-align:left;">
2
</td>
<td style="text-align:left;">
2.9
</td>
<td style="text-align:left;">
1.5
</td>
<td style="text-align:left;">
1.0
</td>
<td style="text-align:left;">
3.0
</td>
<td style="text-align:left;">
7.0
</td>
</tr>
<tr>
<td style="text-align:left;">
Left/right self-placement
</td>
<td style="text-align:left;">
12
</td>
<td style="text-align:left;">
4
</td>
<td style="text-align:left;">
4.5
</td>
<td style="text-align:left;">
2.4
</td>
<td style="text-align:left;">
0.0
</td>
<td style="text-align:left;">
5.0
</td>
<td style="text-align:left;">
10.0
</td>
</tr>
</tbody>
</table>
</div>
<div id="figure-d1" class="section level2">
<h2>Figure D1</h2>
<pre class="r"><code>plot(statusamces, size = 1) +
  theme_bw() +
  theme(legend.position = &quot;none&quot;) +
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                              &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                              &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                              &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                              &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                              &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                              &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                              &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                              &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;)))</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Average marginal component effects for the sources of social status, choice-based outcome." width="576" />
<p class="caption">
Average marginal component effects for the sources of social status,
choice-based outcome.
</p>
</div>
</div>
<div id="table-d1" class="section level2">
<h2>Table D1</h2>
<pre class="r"><code>statusamces %&gt;% 
  mutate(feature = fct_recode(feature, 
                              &quot;Migr.backg&quot; = &quot;Migration.background&quot;,
                              &quot;Place&quot; = &quot;Place.of.residence&quot;)) %&gt;% 
  select(&quot;Attribute&quot; = feature, &quot;Level&quot; = level, 
         &quot;AMCE&quot; = estimate, &quot;Std. Error&quot; = std.error, p) %&gt;% 
  mutate(across(where(is.numeric), ~as.character(signif(., 3)))) %&gt;% 
  kbl(digits = 3, caption = &quot;Choice-based outcome, AMCEs&quot;) %&gt;% 
  kable_classic(full_width = F)</code></pre>
<table class=" lightable-classic" style="color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Choice-based outcome, AMCEs
</caption>
<thead>
<tr>
<th style="text-align:left;">
Attribute
</th>
<th style="text-align:left;">
Level
</th>
<th style="text-align:left;">
AMCE
</th>
<th style="text-align:left;">
Std. Error
</th>
<th style="text-align:left;">
p
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.0569
</td>
<td style="text-align:left;">
0.00924
</td>
<td style="text-align:left;">
7.46e-10
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.112
</td>
<td style="text-align:left;">
0.0129
</td>
<td style="text-align:left;">
3.99e-18
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
0.232
</td>
<td style="text-align:left;">
0.0128
</td>
<td style="text-align:left;">
1.85e-73
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
0.292
</td>
<td style="text-align:left;">
0.014
</td>
<td style="text-align:left;">
5.54e-97
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
0.344
</td>
<td style="text-align:left;">
0.0135
</td>
<td style="text-align:left;">
1.65e-143
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.0757
</td>
<td style="text-align:left;">
0.00922
</td>
<td style="text-align:left;">
2.27e-16
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.118
</td>
<td style="text-align:left;">
0.0132
</td>
<td style="text-align:left;">
3.46e-19
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.133
</td>
<td style="text-align:left;">
0.00722
</td>
<td style="text-align:left;">
2.1e-75
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.198
</td>
<td style="text-align:left;">
0.00992
</td>
<td style="text-align:left;">
1.66e-88
</td>
</tr>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
-0.0527
</td>
<td style="text-align:left;">
0.00572
</td>
<td style="text-align:left;">
3.37e-20
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
-0.0585
</td>
<td style="text-align:left;">
0.00726
</td>
<td style="text-align:left;">
8.01e-16
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
-0.0479
</td>
<td style="text-align:left;">
0.01
</td>
<td style="text-align:left;">
1.78e-06
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
-0.159
</td>
<td style="text-align:left;">
0.00978
</td>
<td style="text-align:left;">
1.24e-59
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
-0.18
</td>
<td style="text-align:left;">
0.0102
</td>
<td style="text-align:left;">
1.63e-70
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
-0.248
</td>
<td style="text-align:left;">
0.00964
</td>
<td style="text-align:left;">
1.25e-145
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
-0.00832
</td>
<td style="text-align:left;">
0.00709
</td>
<td style="text-align:left;">
0.241
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
-0.0136
</td>
<td style="text-align:left;">
0.0071
</td>
<td style="text-align:left;">
0.0548
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.0163
</td>
<td style="text-align:left;">
0.00721
</td>
<td style="text-align:left;">
0.0241
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
-0.00407
</td>
<td style="text-align:left;">
0.00724
</td>
<td style="text-align:left;">
0.574
</td>
</tr>
</tbody>
</table>
</div>
<div id="table-d2" class="section level2">
<h2>Table D2</h2>
<pre class="r"><code>statusmm %&gt;% 
  mutate(feature = fct_recode(feature,
                              &quot;Migr.backg&quot; = &quot;Migration.background&quot;,
                              &quot;Place&quot; = &quot;Place.of.residence&quot;)) %&gt;%
  select(&quot;Attribute&quot; = feature, &quot;Level&quot; = level, 
         &quot;Marginal mean&quot; = estimate, &quot;Std. error&quot; = std.error, p) %&gt;% 
  mutate(across(where(is.numeric), ~as.character(signif(., 3)))) %&gt;% 
  kbl(digits = 3, caption = &quot;Choice-based outcome, marginal means&quot;) %&gt;% 
  kable_classic(full_width = F)</code></pre>
<table class=" lightable-classic" style="color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Choice-based outcome, marginal means
</caption>
<thead>
<tr>
<th style="text-align:left;">
Attribute
</th>
<th style="text-align:left;">
Level
</th>
<th style="text-align:left;">
Marginal mean
</th>
<th style="text-align:left;">
Std. error
</th>
<th style="text-align:left;">
p
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0.326
</td>
<td style="text-align:left;">
0.00486
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.356
</td>
<td style="text-align:left;">
0.00629
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.492
</td>
<td style="text-align:left;">
0.00795
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
0.65
</td>
<td style="text-align:left;">
0.00737
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
0.769
</td>
<td style="text-align:left;">
0.00857
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
0.823
</td>
<td style="text-align:left;">
0.00742
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0.288
</td>
<td style="text-align:left;">
0.00607
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.418
</td>
<td style="text-align:left;">
0.00445
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.655
</td>
<td style="text-align:left;">
0.00356
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0.327
</td>
<td style="text-align:left;">
0.00434
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.527
</td>
<td style="text-align:left;">
0.00363
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.746
</td>
<td style="text-align:left;">
0.00588
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0.526
</td>
<td style="text-align:left;">
0.00318
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
0.474
</td>
<td style="text-align:left;">
0.00324
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0.51
</td>
<td style="text-align:left;">
0.00164
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
0.459
</td>
<td style="text-align:left;">
0.00661
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
0.564
</td>
<td style="text-align:left;">
0.00266
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
0.515
</td>
<td style="text-align:left;">
0.00965
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
0.41
</td>
<td style="text-align:left;">
0.00948
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
0.385
</td>
<td style="text-align:left;">
0.00984
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
0.307
</td>
<td style="text-align:left;">
0.00911
</td>
<td style="text-align:left;">
1.17e-248
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0.507
</td>
<td style="text-align:left;">
0.00463
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
0.498
</td>
<td style="text-align:left;">
0.00456
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
0.495
</td>
<td style="text-align:left;">
0.00459
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0.494
</td>
<td style="text-align:left;">
0.0046
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.514
</td>
<td style="text-align:left;">
0.00469
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
0.492
</td>
<td style="text-align:left;">
0.00474
</td>
<td style="text-align:left;">
0
</td>
</tr>
</tbody>
</table>
</div>
<div id="table-e1" class="section level2">
<h2>Table E1</h2>
<pre class="r"><code>statusamces_s %&gt;% 
  mutate(
    Bounds = paste0(round(low_bound, 2), &quot;;&quot;, round(up_bound, 2))
  ) %&gt;% 
  select(&quot;Attribute&quot; = feature, &quot;Level&quot; = level, &quot;# Levels&quot; = n, Bounds,
         &quot;AMCE&quot; = estimate_old, &quot;rescaled AMCE&quot; = estimate) %&gt;% 
  mutate(across(where(is.numeric), ~as.character(signif(., 3)))) %&gt;% 
  kbl(digits = 3, caption = &quot;Choice-based outcome, rescaled AMCEs&quot;) %&gt;% 
  kable_classic(full_width = F)</code></pre>
<table class=" lightable-classic" style="color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Choice-based outcome, rescaled AMCEs
</caption>
<thead>
<tr>
<th style="text-align:left;">
Attribute
</th>
<th style="text-align:left;">
Level
</th>
<th style="text-align:left;">
# Levels
</th>
<th style="text-align:left;">
Bounds
</th>
<th style="text-align:left;">
AMCE
</th>
<th style="text-align:left;">
rescaled AMCE
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
6
</td>
<td style="text-align:left;">
-0.83;0.83
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
6
</td>
<td style="text-align:left;">
-0.83;0.83
</td>
<td style="text-align:left;">
0.0569
</td>
<td style="text-align:left;">
0.0683
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
6
</td>
<td style="text-align:left;">
-0.83;0.83
</td>
<td style="text-align:left;">
0.112
</td>
<td style="text-align:left;">
0.135
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
6
</td>
<td style="text-align:left;">
-0.83;0.83
</td>
<td style="text-align:left;">
0.232
</td>
<td style="text-align:left;">
0.278
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
6
</td>
<td style="text-align:left;">
-0.83;0.83
</td>
<td style="text-align:left;">
0.292
</td>
<td style="text-align:left;">
0.351
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
6
</td>
<td style="text-align:left;">
-0.83;0.83
</td>
<td style="text-align:left;">
0.344
</td>
<td style="text-align:left;">
0.412
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
0.0757
</td>
<td style="text-align:left;">
0.114
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
0.118
</td>
<td style="text-align:left;">
0.177
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
0.133
</td>
<td style="text-align:left;">
0.199
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
0.198
</td>
<td style="text-align:left;">
0.297
</td>
</tr>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
2
</td>
<td style="text-align:left;">
-0.5;0.5
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
2
</td>
<td style="text-align:left;">
-0.5;0.5
</td>
<td style="text-align:left;">
-0.0527
</td>
<td style="text-align:left;">
-0.105
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
2
</td>
<td style="text-align:left;">
-0.5;0.5
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
2
</td>
<td style="text-align:left;">
-0.5;0.5
</td>
<td style="text-align:left;">
-0.0585
</td>
<td style="text-align:left;">
-0.117
</td>
</tr>
<tr>
<td style="text-align:left;">
Migration.background
</td>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
5
</td>
<td style="text-align:left;">
-0.8;0.8
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Migration.background
</td>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
5
</td>
<td style="text-align:left;">
-0.8;0.8
</td>
<td style="text-align:left;">
-0.0479
</td>
<td style="text-align:left;">
-0.0598
</td>
</tr>
<tr>
<td style="text-align:left;">
Migration.background
</td>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
5
</td>
<td style="text-align:left;">
-0.8;0.8
</td>
<td style="text-align:left;">
-0.159
</td>
<td style="text-align:left;">
-0.199
</td>
</tr>
<tr>
<td style="text-align:left;">
Migration.background
</td>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
5
</td>
<td style="text-align:left;">
-0.8;0.8
</td>
<td style="text-align:left;">
-0.18
</td>
<td style="text-align:left;">
-0.225
</td>
</tr>
<tr>
<td style="text-align:left;">
Migration.background
</td>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
5
</td>
<td style="text-align:left;">
-0.8;0.8
</td>
<td style="text-align:left;">
-0.248
</td>
<td style="text-align:left;">
-0.31
</td>
</tr>
<tr>
<td style="text-align:left;">
Place.of.residence
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Place.of.residence
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
-0.00832
</td>
<td style="text-align:left;">
-0.0125
</td>
</tr>
<tr>
<td style="text-align:left;">
Place.of.residence
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
-0.0136
</td>
<td style="text-align:left;">
-0.0204
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
0.0163
</td>
<td style="text-align:left;">
0.0244
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
3
</td>
<td style="text-align:left;">
-0.67;0.67
</td>
<td style="text-align:left;">
-0.00407
</td>
<td style="text-align:left;">
-0.0061
</td>
</tr>
</tbody>
</table>
</div>
<div id="table-e2" class="section level2">
<h2>Table E2</h2>
<pre class="r"><code>feat_imp_s %&gt;% 
  mutate(feature = fct_recode(feature,
                              &quot;Migr.backg&quot; = &quot;Migration.background&quot;,
                              &quot;Place&quot; = &quot;Place.of.residence&quot;)) %&gt;%
  arrange(-importance) %&gt;% 
  select(&quot;Attribute&quot; = feature, &quot;Dimension&quot; = dimension, &quot;AMCE range&quot; = rng,  
         &quot;Sum of ranges&quot; = sumr, &quot;Importance in %&quot; = importance) %&gt;% 
  kbl(digits = 3, caption = &quot;Choice-based outcome, importance of attributes&quot;) %&gt;% 
  kable_classic(full_width = F)</code></pre>
<table class=" lightable-classic" style="color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Choice-based outcome, importance of attributes
</caption>
<thead>
<tr>
<th style="text-align:left;">
Attribute
</th>
<th style="text-align:left;">
Dimension
</th>
<th style="text-align:right;">
AMCE range
</th>
<th style="text-align:right;">
Sum of ranges
</th>
<th style="text-align:right;">
Importance in %
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
economic
</td>
<td style="text-align:right;">
0.412
</td>
<td style="text-align:right;">
1.469
</td>
<td style="text-align:right;">
28.068
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
cultural
</td>
<td style="text-align:right;">
0.310
</td>
<td style="text-align:right;">
1.469
</td>
<td style="text-align:right;">
21.090
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
economic
</td>
<td style="text-align:right;">
0.297
</td>
<td style="text-align:right;">
1.469
</td>
<td style="text-align:right;">
20.203
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
economic
</td>
<td style="text-align:right;">
0.177
</td>
<td style="text-align:right;">
1.469
</td>
<td style="text-align:right;">
12.035
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
cultural
</td>
<td style="text-align:right;">
0.117
</td>
<td style="text-align:right;">
1.469
</td>
<td style="text-align:right;">
7.962
</td>
</tr>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
cultural
</td>
<td style="text-align:right;">
0.105
</td>
<td style="text-align:right;">
1.469
</td>
<td style="text-align:right;">
7.174
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
neither
</td>
<td style="text-align:right;">
0.030
</td>
<td style="text-align:right;">
1.469
</td>
<td style="text-align:right;">
2.076
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
cultural
</td>
<td style="text-align:right;">
0.020
</td>
<td style="text-align:right;">
1.469
</td>
<td style="text-align:right;">
1.391
</td>
</tr>
</tbody>
</table>
</div>
<div id="figure-f1" class="section level2">
<h2>Figure F1</h2>
<pre class="r"><code>rstatusmm &lt;- cj(df_rate_long, estimate = &quot;mm&quot;, fc, id = ~ respondent)

plot(rstatusmm, vline = 6.48) +
  scale_x_continuous(breaks = c(5.5, 6.5, 7.5, 8.5)) +
  theme_bw() +
  theme(legend.position = &quot;none&quot;) +
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                                  &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                                  &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                                  &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;)))</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Rating outcome: Marginal Means" width="576" />
<p class="caption">
Rating outcome: Marginal Means
</p>
</div>
</div>
<div id="figure-f3" class="section level2">
<h2>Figure F3</h2>
<pre class="r"><code>rstatusamces &lt;- cj(df_rate_long, fc, estimate = &quot;amce&quot;,
                  id = ~ respondent)


plot(rstatusamces, size = 1) +
  theme_bw() +
  theme(legend.position = &quot;none&quot;) +
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                                  &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                                  &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                                  &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;)))</code></pre>
<div class="figure" style="text-align: center">
<img 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" alt="Rating outcome: AMCEs" width="576" />
<p class="caption">
Rating outcome: AMCEs
</p>
</div>
</div>
<div id="table-f3" class="section level2">
<h2>Table F3</h2>
<pre class="r"><code>rstatusamces %&gt;% 
  mutate(feature = fct_recode(feature, 
                              &quot;Migr.backg&quot; = &quot;Migration.background&quot;,
                              &quot;Place&quot; = &quot;Place.of.residence&quot;)) %&gt;% 
  select(&quot;Attribute&quot; = feature, &quot;Level&quot; = level, 
         &quot;AMCE&quot; = estimate, &quot;Std. Error&quot; = std.error, p) %&gt;% 
  mutate(across(where(is.numeric), ~as.character(signif(., 3)))) %&gt;% 
  kbl(digits = 3, caption = &quot;Rating outcome, AMCEs&quot;) %&gt;% 
  kable_classic(full_width = F)</code></pre>
<table class=" lightable-classic" style="color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Rating outcome, AMCEs
</caption>
<thead>
<tr>
<th style="text-align:left;">
Attribute
</th>
<th style="text-align:left;">
Level
</th>
<th style="text-align:left;">
AMCE
</th>
<th style="text-align:left;">
Std. Error
</th>
<th style="text-align:left;">
p
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.326
</td>
<td style="text-align:left;">
0.0302
</td>
<td style="text-align:left;">
4.72e-27
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.55
</td>
<td style="text-align:left;">
0.0411
</td>
<td style="text-align:left;">
6.33e-41
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
1.17
</td>
<td style="text-align:left;">
0.0418
</td>
<td style="text-align:left;">
8.86e-174
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
1.48
</td>
<td style="text-align:left;">
0.0497
</td>
<td style="text-align:left;">
4.63e-195
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
1.76
</td>
<td style="text-align:left;">
0.0525
</td>
<td style="text-align:left;">
1.66e-245
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.175
</td>
<td style="text-align:left;">
0.0289
</td>
<td style="text-align:left;">
1.39e-09
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.454
</td>
<td style="text-align:left;">
0.0419
</td>
<td style="text-align:left;">
2.6e-27
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.482
</td>
<td style="text-align:left;">
0.0229
</td>
<td style="text-align:left;">
7.61e-99
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.808
</td>
<td style="text-align:left;">
0.0352
</td>
<td style="text-align:left;">
1.07e-116
</td>
</tr>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
-0.119
</td>
<td style="text-align:left;">
0.0195
</td>
<td style="text-align:left;">
1.13e-09
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
-0.2
</td>
<td style="text-align:left;">
0.024
</td>
<td style="text-align:left;">
8.06e-17
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
-0.155
</td>
<td style="text-align:left;">
0.0311
</td>
<td style="text-align:left;">
6.58e-07
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
-0.628
</td>
<td style="text-align:left;">
0.0339
</td>
<td style="text-align:left;">
1.13e-76
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
-0.625
</td>
<td style="text-align:left;">
0.0329
</td>
<td style="text-align:left;">
2.02e-80
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
-0.952
</td>
<td style="text-align:left;">
0.0362
</td>
<td style="text-align:left;">
3.47e-152
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
-0.0594
</td>
<td style="text-align:left;">
0.0228
</td>
<td style="text-align:left;">
0.0093
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
-0.072
</td>
<td style="text-align:left;">
0.0228
</td>
<td style="text-align:left;">
0.00159
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.0616
</td>
<td style="text-align:left;">
0.0234
</td>
<td style="text-align:left;">
0.00832
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
-0.0165
</td>
<td style="text-align:left;">
0.0236
</td>
<td style="text-align:left;">
0.485
</td>
</tr>
</tbody>
</table>
<pre class="r"><code>rstatusmm %&gt;% 
  mutate(feature = fct_recode(feature, 
                              &quot;Migr.backg&quot; = &quot;Migration.background&quot;,
                              &quot;Place&quot; = &quot;Place.of.residence&quot;)) %&gt;% 
  select(&quot;Attribute&quot; = feature, &quot;Level&quot; = level, 
         &quot;Marginal mean&quot; = estimate, &quot;Std. error&quot; = std.error, p) %&gt;% 
  mutate(across(where(is.numeric), ~as.character(signif(., 3)))) %&gt;% 
  kbl(digits = 3, caption = &quot;Rating outcome, marginal means&quot;) %&gt;% 
  kable_classic(full_width = F)</code></pre>
<table class=" lightable-classic" style="color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Rating outcome, marginal means
</caption>
<thead>
<tr>
<th style="text-align:left;">
Attribute
</th>
<th style="text-align:left;">
Level
</th>
<th style="text-align:left;">
Marginal mean
</th>
<th style="text-align:left;">
Std. error
</th>
<th style="text-align:left;">
p
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
5.64
</td>
<td style="text-align:left;">
0.026
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
5.84
</td>
<td style="text-align:left;">
0.0276
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
6.34
</td>
<td style="text-align:left;">
0.0299
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
7.23
</td>
<td style="text-align:left;">
0.0303
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
7.77
</td>
<td style="text-align:left;">
0.0379
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
8.05
</td>
<td style="text-align:left;">
0.0411
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
5.58
</td>
<td style="text-align:left;">
0.0282
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
6
</td>
<td style="text-align:left;">
0.0231
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
7.23
</td>
<td style="text-align:left;">
0.0227
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
5.73
</td>
<td style="text-align:left;">
0.0247
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
6.56
</td>
<td style="text-align:left;">
0.0217
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
7.63
</td>
<td style="text-align:left;">
0.0298
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
6.54
</td>
<td style="text-align:left;">
0.0214
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
6.42
</td>
<td style="text-align:left;">
0.0221
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
6.51
</td>
<td style="text-align:left;">
0.0193
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
6.34
</td>
<td style="text-align:left;">
0.0296
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
6.72
</td>
<td style="text-align:left;">
0.0208
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
6.56
</td>
<td style="text-align:left;">
0.0378
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
6.11
</td>
<td style="text-align:left;">
0.0389
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
6.1
</td>
<td style="text-align:left;">
0.0385
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
5.72
</td>
<td style="text-align:left;">
0.0411
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
6.52
</td>
<td style="text-align:left;">
0.024
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
6.46
</td>
<td style="text-align:left;">
0.0245
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
6.46
</td>
<td style="text-align:left;">
0.0246
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
6.45
</td>
<td style="text-align:left;">
0.0239
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
6.54
</td>
<td style="text-align:left;">
0.0249
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
6.45
</td>
<td style="text-align:left;">
0.0254
</td>
<td style="text-align:left;">
0
</td>
</tr>
</tbody>
</table>
</div>
<div id="figure-g1" class="section level2">
<h2>Figure G1</h2>
<pre class="r"><code>statusmm_pi &lt;- cj(df_long, estimate = &quot;mm&quot;, id = ~ respondent,
                  selected ~ Occupation * Education + Income + Gender + Sexuality + 
                    Place.of.residence + Age,
                  by = ~Migration.background)


plot(statusmm_pi, group = &quot;Migration.background&quot;, vline = 0.5) +
  scale_colour_manual(name = &quot;&quot;, values = brewer.pal(9,&quot;Blues&quot;)[c(3,5,6,8,9)],
                      na.translate = F) +
  theme_bw() + theme(legend.position = &quot;bottom&quot;) +
  theme(legend.text=element_text(size=8))+
  guides(color=guide_legend(ncol=3,nrow=2,byrow=T)) +
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                                  &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                                  &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;)))</code></pre>
<div class="figure" style="text-align: center">
<img 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" alt="Interaction effects of profile migration background with all other profile attributes, marginal means, choice outcome" width="576" />
<p class="caption">
Interaction effects of profile migration background with all other
profile attributes, marginal means, choice outcome
</p>
</div>
</div>
<div id="figure-g2" class="section level2">
<h2>Figure G2</h2>
<pre class="r"><code>statusmm_pig &lt;- cj(df_long, estimate = &quot;mm&quot;, id = ~ respondent,
                   selected ~ Occupation * Education + Income + Sexuality + 
                     Migration.background + Place.of.residence + Age, by = ~Gender)


plot(statusmm_pig, group = &quot;Gender&quot;, vline = 0.5, size = 1) +
  scale_color_brewer(palette = &quot;Paired&quot;, na.translate = F) +
  guides(shape = &quot;none&quot;) + theme_bw() +
  theme(legend.text=element_text(size=8))+
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank())+
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                                  &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                                  &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;)))</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Interaction effects of profile gender with all other profile attributes, marginal means, choice outcome" width="576" />
<p class="caption">
Interaction effects of profile gender with all other profile attributes,
marginal means, choice outcome
</p>
</div>
</div>
<div id="figure-g3" class="section level2">
<h2>Figure G3</h2>
<pre class="r"><code>statusmm_pis &lt;- cj(df_long, estimate = &quot;mm&quot;, id = ~ respondent,
                   selected ~ Occupation * Education + Income + Gender + 
                     Migration.background + Place.of.residence + Age, by = ~Sexuality)


plot(statusmm_pis, group = &quot;Sexuality&quot;, vline = 0.5, size = 1) +
  scale_color_brewer(palette = &quot;Paired&quot;, na.translate = F) +
  guides(shape = &quot;none&quot;) + theme_bw() +
  theme(legend.text=element_text(size=8))+
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank())+
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                                  &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                                  &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;)))</code></pre>
<div class="figure" style="text-align: center">
<img 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" alt="Interaction effects of profile sexual orientation with all other profile attributes, marginal means, choice outcome" width="576" />
<p class="caption">
Interaction effects of profile sexual orientation with all other profile
attributes, marginal means, choice outcome
</p>
</div>
</div>
<div id="figure-g4" class="section level2">
<h2>Figure G4</h2>
<pre class="r"><code># place
statusmm_pip &lt;- cj(df_long, estimate = &quot;mm&quot;, id = ~ respondent,
                   selected ~ Occupation * Education + Income + Gender + Sexuality +
                     Migration.background +  Age, by = ~Place.of.residence)


plot(statusmm_pip, group = &quot;Place.of.residence&quot;, vline = 0.5, size = 1) +
  scale_color_manual(values = c(&quot;dodgerblue4&quot;, &quot;lightskyblue3&quot;, &quot;lightcyan2&quot;), na.translate = F) +
  guides(shape = &quot;none&quot;) + theme_bw() +
  theme(legend.text=element_text(size=8))+
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank())+
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                                  &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                                  &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;)))</code></pre>
<div class="figure" style="text-align: center">
<img 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" alt="Interaction effects of profile place of residence with all other profile attributes, marginal means, choice outcome" width="576" />
<p class="caption">
Interaction effects of profile place of residence with all other profile
attributes, marginal means, choice outcome
</p>
</div>
</div>
<div id="table-g1" class="section level2">
<h2>Table G1</h2>
<pre class="r"><code>statusmm_pi %&gt;% 
  mutate(feature = fct_recode(feature, 
                              &quot;Place&quot; = &quot;Place.of.residence&quot;)) %&gt;% 
  select(&quot;By PMB&quot; = BY, &quot;Attribute&quot; = feature, &quot;Level&quot; = level, 
         &quot;MM&quot; = estimate, &quot;Std. error&quot; = std.error, p) %&gt;% 
  mutate(across(where(is.numeric), ~as.character(signif(., 3)))) %&gt;% 
  kbl(digits = 3, caption = &quot;Interaction effects of profile migration background (PMB) with all other attributes, marginal means (MM)&quot;) %&gt;% 
  kable_classic(full_width = F)</code></pre>
<table class=" lightable-classic" style="color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Interaction effects of profile migration background (PMB) with all other
attributes, marginal means (MM)
</caption>
<thead>
<tr>
<th style="text-align:left;">
By PMB
</th>
<th style="text-align:left;">
Attribute
</th>
<th style="text-align:left;">
Level
</th>
<th style="text-align:left;">
MM
</th>
<th style="text-align:left;">
Std. error
</th>
<th style="text-align:left;">
p
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0.381
</td>
<td style="text-align:left;">
0.00689
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.431
</td>
<td style="text-align:left;">
0.00882
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.574
</td>
<td style="text-align:left;">
0.0105
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
0.702
</td>
<td style="text-align:left;">
0.00937
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
0.828
</td>
<td style="text-align:left;">
0.00987
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
0.881
</td>
<td style="text-align:left;">
0.00839
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0.346
</td>
<td style="text-align:left;">
0.00855
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.494
</td>
<td style="text-align:left;">
0.00633
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.713
</td>
<td style="text-align:left;">
0.00487
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0.388
</td>
<td style="text-align:left;">
0.00635
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.597
</td>
<td style="text-align:left;">
0.00525
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.8
</td>
<td style="text-align:left;">
0.00747
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0.593
</td>
<td style="text-align:left;">
0.00491
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
0.535
</td>
<td style="text-align:left;">
0.00484
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0.574
</td>
<td style="text-align:left;">
0.00338
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
0.526
</td>
<td style="text-align:left;">
0.0086
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0.576
</td>
<td style="text-align:left;">
0.00642
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
0.554
</td>
<td style="text-align:left;">
0.00636
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
0.563
</td>
<td style="text-align:left;">
0.00647
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0.553
</td>
<td style="text-align:left;">
0.00646
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.578
</td>
<td style="text-align:left;">
0.00664
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
0.562
</td>
<td style="text-align:left;">
0.00651
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0.367
</td>
<td style="text-align:left;">
0.0178
</td>
<td style="text-align:left;">
1.2e-94
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.35
</td>
<td style="text-align:left;">
0.0224
</td>
<td style="text-align:left;">
5.22e-55
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.469
</td>
<td style="text-align:left;">
0.0261
</td>
<td style="text-align:left;">
2.03e-72
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
0.682
</td>
<td style="text-align:left;">
0.0235
</td>
<td style="text-align:left;">
1.59e-184
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
0.775
</td>
<td style="text-align:left;">
0.0268
</td>
<td style="text-align:left;">
1.49e-183
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
0.827
</td>
<td style="text-align:left;">
0.0244
</td>
<td style="text-align:left;">
6.76e-252
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0.32
</td>
<td style="text-align:left;">
0.0219
</td>
<td style="text-align:left;">
1.97e-48
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.407
</td>
<td style="text-align:left;">
0.0166
</td>
<td style="text-align:left;">
5.96e-133
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.675
</td>
<td style="text-align:left;">
0.0138
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0.332
</td>
<td style="text-align:left;">
0.0158
</td>
<td style="text-align:left;">
1.99e-97
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.553
</td>
<td style="text-align:left;">
0.0148
</td>
<td style="text-align:left;">
1.03e-305
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.778
</td>
<td style="text-align:left;">
0.0192
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0.535
</td>
<td style="text-align:left;">
0.0141
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
0.495
</td>
<td style="text-align:left;">
0.0138
</td>
<td style="text-align:left;">
1.05e-280
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0.529
</td>
<td style="text-align:left;">
0.0108
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
0.459
</td>
<td style="text-align:left;">
0.023
</td>
<td style="text-align:left;">
8.52e-89
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0.503
</td>
<td style="text-align:left;">
0.0181
</td>
<td style="text-align:left;">
1.73e-170
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
0.546
</td>
<td style="text-align:left;">
0.0173
</td>
<td style="text-align:left;">
3.69e-219
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
0.494
</td>
<td style="text-align:left;">
0.0174
</td>
<td style="text-align:left;">
5.76e-177
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0.504
</td>
<td style="text-align:left;">
0.0177
</td>
<td style="text-align:left;">
1.3e-177
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.539
</td>
<td style="text-align:left;">
0.0172
</td>
<td style="text-align:left;">
3.7e-215
</td>
</tr>
<tr>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
0.501
</td>
<td style="text-align:left;">
0.018
</td>
<td style="text-align:left;">
7.04e-170
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0.244
</td>
<td style="text-align:left;">
0.0151
</td>
<td style="text-align:left;">
2.14e-58
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.245
</td>
<td style="text-align:left;">
0.0194
</td>
<td style="text-align:left;">
1.04e-36
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.37
</td>
<td style="text-align:left;">
0.0264
</td>
<td style="text-align:left;">
1.27e-44
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
0.569
</td>
<td style="text-align:left;">
0.0257
</td>
<td style="text-align:left;">
3.39e-108
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
0.679
</td>
<td style="text-align:left;">
0.0288
</td>
<td style="text-align:left;">
5.41e-123
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
0.75
</td>
<td style="text-align:left;">
0.0268
</td>
<td style="text-align:left;">
1.77e-172
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0.188
</td>
<td style="text-align:left;">
0.0179
</td>
<td style="text-align:left;">
8.19e-26
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.311
</td>
<td style="text-align:left;">
0.0156
</td>
<td style="text-align:left;">
2.14e-88
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.576
</td>
<td style="text-align:left;">
0.0144
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0.24
</td>
<td style="text-align:left;">
0.0146
</td>
<td style="text-align:left;">
7.49e-61
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.431
</td>
<td style="text-align:left;">
0.0145
</td>
<td style="text-align:left;">
9.63e-194
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.641
</td>
<td style="text-align:left;">
0.0211
</td>
<td style="text-align:left;">
1.99e-203
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0.431
</td>
<td style="text-align:left;">
0.0138
</td>
<td style="text-align:left;">
2.05e-213
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
0.389
</td>
<td style="text-align:left;">
0.0139
</td>
<td style="text-align:left;">
3.91e-172
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0.428
</td>
<td style="text-align:left;">
0.0106
</td>
<td style="text-align:left;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
0.336
</td>
<td style="text-align:left;">
0.0217
</td>
<td style="text-align:left;">
3.99e-54
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0.401
</td>
<td style="text-align:left;">
0.0171
</td>
<td style="text-align:left;">
2.66e-121
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
0.409
</td>
<td style="text-align:left;">
0.0169
</td>
<td style="text-align:left;">
7.93e-130
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
0.418
</td>
<td style="text-align:left;">
0.0166
</td>
<td style="text-align:left;">
1.39e-139
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0.435
</td>
<td style="text-align:left;">
0.0173
</td>
<td style="text-align:left;">
1.42e-139
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.411
</td>
<td style="text-align:left;">
0.0167
</td>
<td style="text-align:left;">
1.31e-133
</td>
</tr>
<tr>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
0.381
</td>
<td style="text-align:left;">
0.0175
</td>
<td style="text-align:left;">
3.47e-105
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0.222
</td>
<td style="text-align:left;">
0.016
</td>
<td style="text-align:left;">
4.56e-44
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.219
</td>
<td style="text-align:left;">
0.019
</td>
<td style="text-align:left;">
6.66e-31
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.326
</td>
<td style="text-align:left;">
0.0255
</td>
<td style="text-align:left;">
1.84e-37
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
0.568
</td>
<td style="text-align:left;">
0.0254
</td>
<td style="text-align:left;">
9.36e-111
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
0.685
</td>
<td style="text-align:left;">
0.0321
</td>
<td style="text-align:left;">
6.56e-101
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
0.693
</td>
<td style="text-align:left;">
0.0299
</td>
<td style="text-align:left;">
6.72e-119
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0.178
</td>
<td style="text-align:left;">
0.0177
</td>
<td style="text-align:left;">
7.73e-24
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.279
</td>
<td style="text-align:left;">
0.0159
</td>
<td style="text-align:left;">
3.53e-69
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.559
</td>
<td style="text-align:left;">
0.0153
</td>
<td style="text-align:left;">
2.08e-293
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0.199
</td>
<td style="text-align:left;">
0.0137
</td>
<td style="text-align:left;">
1.36e-47
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.408
</td>
<td style="text-align:left;">
0.0152
</td>
<td style="text-align:left;">
3.81e-159
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.659
</td>
<td style="text-align:left;">
0.0221
</td>
<td style="text-align:left;">
7.19e-196
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0.403
</td>
<td style="text-align:left;">
0.014
</td>
<td style="text-align:left;">
7.54e-182
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
0.367
</td>
<td style="text-align:left;">
0.0144
</td>
<td style="text-align:left;">
3.36e-144
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0.399
</td>
<td style="text-align:left;">
0.011
</td>
<td style="text-align:left;">
5.68e-288
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
0.332
</td>
<td style="text-align:left;">
0.0224
</td>
<td style="text-align:left;">
1.12e-49
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0.393
</td>
<td style="text-align:left;">
0.0175
</td>
<td style="text-align:left;">
1.21e-111
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
0.407
</td>
<td style="text-align:left;">
0.0174
</td>
<td style="text-align:left;">
1.65e-121
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
0.354
</td>
<td style="text-align:left;">
0.0172
</td>
<td style="text-align:left;">
5.14e-94
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0.394
</td>
<td style="text-align:left;">
0.0175
</td>
<td style="text-align:left;">
5.76e-113
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.404
</td>
<td style="text-align:left;">
0.018
</td>
<td style="text-align:left;">
1.12e-111
</td>
</tr>
<tr>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
0.359
</td>
<td style="text-align:left;">
0.0167
</td>
<td style="text-align:left;">
2.41e-102
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0.142
</td>
<td style="text-align:left;">
0.0128
</td>
<td style="text-align:left;">
1.15e-28
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.165
</td>
<td style="text-align:left;">
0.0164
</td>
<td style="text-align:left;">
1.3e-23
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.318
</td>
<td style="text-align:left;">
0.0243
</td>
<td style="text-align:left;">
5.2e-39
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
0.483
</td>
<td style="text-align:left;">
0.0269
</td>
<td style="text-align:left;">
2.76e-72
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
0.573
</td>
<td style="text-align:left;">
0.0329
</td>
<td style="text-align:left;">
5.19e-68
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
0.637
</td>
<td style="text-align:left;">
0.032
</td>
<td style="text-align:left;">
1.96e-88
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0.132
</td>
<td style="text-align:left;">
0.0152
</td>
<td style="text-align:left;">
4.91e-18
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.225
</td>
<td style="text-align:left;">
0.014
</td>
<td style="text-align:left;">
4.72e-58
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.455
</td>
<td style="text-align:left;">
0.015
</td>
<td style="text-align:left;">
1.92e-201
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0.173
</td>
<td style="text-align:left;">
0.0129
</td>
<td style="text-align:left;">
3.56e-41
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.299
</td>
<td style="text-align:left;">
0.0135
</td>
<td style="text-align:left;">
3.78e-108
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.58
</td>
<td style="text-align:left;">
0.0226
</td>
<td style="text-align:left;">
1.19e-145
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0.334
</td>
<td style="text-align:left;">
0.0132
</td>
<td style="text-align:left;">
1.48e-141
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
0.279
</td>
<td style="text-align:left;">
0.0127
</td>
<td style="text-align:left;">
2e-107
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0.311
</td>
<td style="text-align:left;">
0.0102
</td>
<td style="text-align:left;">
3.64e-205
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
0.29
</td>
<td style="text-align:left;">
0.0211
</td>
<td style="text-align:left;">
4.81e-43
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0.315
</td>
<td style="text-align:left;">
0.0164
</td>
<td style="text-align:left;">
1.22e-82
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
0.306
</td>
<td style="text-align:left;">
0.0161
</td>
<td style="text-align:left;">
4.61e-80
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
0.299
</td>
<td style="text-align:left;">
0.016
</td>
<td style="text-align:left;">
1.16e-78
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0.297
</td>
<td style="text-align:left;">
0.0152
</td>
<td style="text-align:left;">
1.41e-84
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.315
</td>
<td style="text-align:left;">
0.0164
</td>
<td style="text-align:left;">
1.17e-81
</td>
</tr>
<tr>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
0.31
</td>
<td style="text-align:left;">
0.0166
</td>
<td style="text-align:left;">
1.19e-77
</td>
</tr>
</tbody>
</table>
</div>
<div id="table-h1" class="section level2">
<h2>Table H1</h2>
<pre class="r"><code># ANOVA per respondent subgroup
anovasss &lt;- df_long %&gt;%
  filter(!is.na(sss_group2)) %&gt;%
  cj_anova(fc, by = ~sss_group2) %&gt;%
  mutate(subgroup = &quot;Subjective social status&quot;)

anovag &lt;- df_long %&gt;%
  filter(!is.na(gender)) %&gt;%
  cj_anova(fc, by = ~gender) %&gt;%
  mutate(subgroup = &quot;Gender&quot;)

anovas &lt;- df_long %&gt;%
  filter(!is.na(sexual_orientation)) %&gt;%
  cj_anova(fc, by = ~sexual_orientation) %&gt;%
  mutate(subgroup = &quot;Sexual orientation&quot;)

anovam &lt;- df_long %&gt;%
  filter(!is.na(migrationb)) %&gt;%
  cj_anova(fc, by = ~migrationb) %&gt;%
  mutate(subgroup = &quot;Migration background&quot;)

anovai &lt;- df_long %&gt;%
  filter(!is.na(income_group_eq)) %&gt;%
  cj_anova(fc, by = ~income_group_eq) %&gt;%
  mutate(subgroup = &quot;Income&quot;)

anovae &lt;- df_long %&gt;%
  filter(!is.na(edu)) %&gt;%
  cj_anova(fc, by = ~edu) %&gt;%
  mutate(subgroup = &quot;Education&quot;)

anovaa &lt;- df_long %&gt;%
  filter(!is.na(age_group)) %&gt;%
  cj_anova(fc, by = ~age_group) %&gt;%
  mutate(subgroup = &quot;Age&quot;)

anovaur &lt;- df_long %&gt;%
  filter(!is.na(urban_2cat)) %&gt;%
  cj_anova(fc, by = ~urban_2cat) %&gt;%
  mutate(subgroup = &quot;Urban/rural residence&quot;)

anovasdo &lt;- df_long %&gt;%
  filter(!is.na(sdo_group)) %&gt;%
  cj_anova(fc, by = ~sdo_group) %&gt;%
  mutate(subgroup = &quot;Social dominance drientation&quot;)

anovalr &lt;- df_long %&gt;%
  filter(!is.na(lr_group)) %&gt;%
  cj_anova(fc, by = ~lr_group) %&gt;%
  mutate(subgroup = &quot;Left/right self-positioning&quot;)


anova_all &lt;- bind_rows(anovasss, anovasdo, anovalr, anovai, anovas, anovam, anovag, anovae, 
                       anovaa, anovaur)  %&gt;%
  mutate_if(is.numeric, format, digits=2)

anova_all %&gt;% 
  arrange(subgroup) %&gt;%
  select(-subgroup) %&gt;%
    kbl(caption = &quot;Analysis of deviance: Test for subgroup heterogeneity based on respondent
characteristics (economic and cultural sources)&quot;
    ) %&gt;% 
  kable_classic(full_width = F) %&gt;%
  pack_rows(index = table(anova_all$subgroup))</code></pre>
<table class=" lightable-classic" style="color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Analysis of deviance: Test for subgroup heterogeneity based on
respondent characteristics (economic and cultural sources)
</caption>
<thead>
<tr>
<th style="text-align:left;">
</th>
<th style="text-align:left;">
Resid. Df
</th>
<th style="text-align:left;">
Resid. Dev
</th>
<th style="text-align:left;">
Df
</th>
<th style="text-align:left;">
Deviance
</th>
<th style="text-align:left;">
F
</th>
<th style="text-align:left;">
Pr(&gt;F)
</th>
</tr>
</thead>
<tbody>
<tr grouplength="2">
<td colspan="7" style="border-bottom: 0;">
<strong>Age</strong>
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
1…1
</td>
<td style="text-align:left;">
23799
</td>
<td style="text-align:left;">
4775
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
2…2
</td>
<td style="text-align:left;">
23757
</td>
<td style="text-align:left;">
4763
</td>
<td style="text-align:left;">
42
</td>
<td style="text-align:left;">
11.7
</td>
<td style="text-align:left;">
1.39
</td>
<td style="text-align:left;">
0.0488
</td>
</tr>
<tr grouplength="2">
<td colspan="7" style="border-bottom: 0;">
<strong>Education</strong>
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
1…3
</td>
<td style="text-align:left;">
23789
</td>
<td style="text-align:left;">
4772
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
2…4
</td>
<td style="text-align:left;">
23747
</td>
<td style="text-align:left;">
4758
</td>
<td style="text-align:left;">
42
</td>
<td style="text-align:left;">
13.6
</td>
<td style="text-align:left;">
1.62
</td>
<td style="text-align:left;">
0.0068
</td>
</tr>
<tr grouplength="2">
<td colspan="7" style="border-bottom: 0;">
<strong>Gender</strong>
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
1…5
</td>
<td style="text-align:left;">
23739
</td>
<td style="text-align:left;">
4762
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
2…6
</td>
<td style="text-align:left;">
23718
</td>
<td style="text-align:left;">
4754
</td>
<td style="text-align:left;">
21
</td>
<td style="text-align:left;">
8.1
</td>
<td style="text-align:left;">
1.93
</td>
<td style="text-align:left;">
0.0066
</td>
</tr>
<tr grouplength="2">
<td colspan="7" style="border-bottom: 0;">
<strong>Income</strong>
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
1…7
</td>
<td style="text-align:left;">
21289
</td>
<td style="text-align:left;">
4265
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
2…8
</td>
<td style="text-align:left;">
21247
</td>
<td style="text-align:left;">
4256
</td>
<td style="text-align:left;">
42
</td>
<td style="text-align:left;">
9.0
</td>
<td style="text-align:left;">
1.07
</td>
<td style="text-align:left;">
0.3500
</td>
</tr>
<tr grouplength="2">
<td colspan="7" style="border-bottom: 0;">
<strong>Left/right self-positioning</strong>
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
1…9
</td>
<td style="text-align:left;">
22959
</td>
<td style="text-align:left;">
4585
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
2…10
</td>
<td style="text-align:left;">
22938
</td>
<td style="text-align:left;">
4580
</td>
<td style="text-align:left;">
21
</td>
<td style="text-align:left;">
5.4
</td>
<td style="text-align:left;">
1.29
</td>
<td style="text-align:left;">
0.1677
</td>
</tr>
<tr grouplength="2">
<td colspan="7" style="border-bottom: 0;">
<strong>Migration background</strong>
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
1…11
</td>
<td style="text-align:left;">
23759
</td>
<td style="text-align:left;">
4767
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
2…12
</td>
<td style="text-align:left;">
23738
</td>
<td style="text-align:left;">
4763
</td>
<td style="text-align:left;">
21
</td>
<td style="text-align:left;">
3.4
</td>
<td style="text-align:left;">
0.80
</td>
<td style="text-align:left;">
0.7178
</td>
</tr>
<tr grouplength="2">
<td colspan="7" style="border-bottom: 0;">
<strong>Sexual orientation</strong>
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
1…13
</td>
<td style="text-align:left;">
23259
</td>
<td style="text-align:left;">
4658
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
2…14
</td>
<td style="text-align:left;">
23238
</td>
<td style="text-align:left;">
4654
</td>
<td style="text-align:left;">
21
</td>
<td style="text-align:left;">
3.8
</td>
<td style="text-align:left;">
0.89
</td>
<td style="text-align:left;">
0.5999
</td>
</tr>
<tr grouplength="2">
<td colspan="7" style="border-bottom: 0;">
<strong>Social dominance drientation</strong>
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
1…15
</td>
<td style="text-align:left;">
23279
</td>
<td style="text-align:left;">
4658
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
2…16
</td>
<td style="text-align:left;">
23258
</td>
<td style="text-align:left;">
4654
</td>
<td style="text-align:left;">
21
</td>
<td style="text-align:left;">
4.6
</td>
<td style="text-align:left;">
1.09
</td>
<td style="text-align:left;">
0.3466
</td>
</tr>
<tr grouplength="2">
<td colspan="7" style="border-bottom: 0;">
<strong>Subjective social status</strong>
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
1…17
</td>
<td style="text-align:left;">
23239
</td>
<td style="text-align:left;">
4653
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
2…18
</td>
<td style="text-align:left;">
23218
</td>
<td style="text-align:left;">
4649
</td>
<td style="text-align:left;">
21
</td>
<td style="text-align:left;">
4.2
</td>
<td style="text-align:left;">
1.00
</td>
<td style="text-align:left;">
0.4539
</td>
</tr>
<tr grouplength="2">
<td colspan="7" style="border-bottom: 0;">
<strong>Urban/rural residence</strong>
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
1…19
</td>
<td style="text-align:left;">
23539
</td>
<td style="text-align:left;">
4717
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
<td style="text-align:left;">
NA
</td>
</tr>
<tr>
<td style="text-align:left;padding-left: 2em;" indentlevel="1">
2…20
</td>
<td style="text-align:left;">
23518
</td>
<td style="text-align:left;">
4713
</td>
<td style="text-align:left;">
21
</td>
<td style="text-align:left;">
4.2
</td>
<td style="text-align:left;">
1.01
</td>
<td style="text-align:left;">
0.4505
</td>
</tr>
</tbody>
</table>
</div>
<div id="figure-h1" class="section level2">
<h2>Figure H1</h2>
<pre class="r"><code>mm_by_sss &lt;- cj(df_long, fc, estimate = &quot;mm&quot;, id = ~ respondent,
                by = ~ sss_group2)

mm_by_sss_diff &lt;- cj(df_long, fc, estimate = &quot;mm_diff&quot;, id = ~ respondent,
                     by = ~ sss_group2)

ssss &lt;- plot(mm_by_sss, group = &quot;sss_group2&quot;, vline = 0.5, size = 1) +
  scale_color_brewer(palette = &quot;Paired&quot;, na.translate = F) +
  theme_bw() +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                                  &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                                  &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                                  &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;))) +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

ssss_diff &lt;- plot(mm_by_sss_diff, group = &quot;sss_group2&quot;, size = 1) +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_y_discrete(labels = NULL) +
  scale_colour_grey(na.translate = F) + 
  theme_bw() +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

hsss &lt;- arrangeGrob(ssss, ssss_diff, ncol = 2,
                    widths = unit(c(10,7), c(&quot;cm&quot;)))
grid.arrange(hsss)</code></pre>
<div class="figure">
<img src="data:image/png;base64,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" alt="Subgroup heterogeneity by respondent subjective social status. Note: Results of the choice-based outcome of the conjoint: Left plot shows marginal means by respondent SSS, right plot shows difference between the two groups. SSS was surveyed on a scale from 1 to 10, those with status below the median (7) are low status, while those with values of 7 or above are high status." width="864" />
<p class="caption">
Subgroup heterogeneity by respondent subjective social status. Note:
Results of the choice-based outcome of the conjoint: Left plot shows
marginal means by respondent SSS, right plot shows difference between
the two groups. SSS was surveyed on a scale from 1 to 10, those with
status below the median (7) are low status, while those with values of 7
or above are high status.
</p>
</div>
</div>
<div id="figure-h2" class="section level2">
<h2>Figure H2</h2>
<pre class="r"><code>mm_by_lr &lt;- cj(df_long, fc, estimate = &quot;mm&quot;, id = ~ respondent,
                by = ~ lr_group)

mm_by_lr_diff &lt;- cj(df_long, fc, estimate = &quot;mm_diff&quot;, id = ~ respondent,
                     by = ~ lr_group)


slr &lt;- plot(mm_by_lr, group = &quot;lr_group&quot;, vline = 0.5, size = 1) +
  scale_color_brewer(palette = &quot;Paired&quot;, na.translate = F, labels = c(&quot;left&quot;, &quot;right&quot;)) +
  theme_bw() +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), linewidth = 0.25) +
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                                  &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                                  &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                                  &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;))) +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

slr_diff &lt;- plot(mm_by_lr_diff, group = &quot;lr_group&quot;, size = 1) +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), linewidth = 0.25) +
  scale_y_discrete(labels = NULL) +
  scale_colour_grey(na.translate = F, labels = c(&quot;right&quot;)) + 
  theme_bw() +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

hlr &lt;- arrangeGrob(slr, slr_diff, ncol = 2,
                    widths = unit(c(10,7), c(&quot;cm&quot;)))
grid.arrange(hlr)</code></pre>
<div class="figure">
<img 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" alt="Subgroup heterogeneity by respondent left/right self-placement. Note: Results of the choice-based outcome of the conjoint: Left plot shows marginal means by respondent left/right ideological self-placement, right plot shows difference between the two groups. Left/right self-placement was surveyed on a scale from 0 (left) to 10 (right). The left group comprises all respondents with a value below the median (5), the right group ranges from 5 to 10" width="864" />
<p class="caption">
Subgroup heterogeneity by respondent left/right self-placement. Note:
Results of the choice-based outcome of the conjoint: Left plot shows
marginal means by respondent left/right ideological self-placement,
right plot shows difference between the two groups. Left/right
self-placement was surveyed on a scale from 0 (left) to 10 (right). The
left group comprises all respondents with a value below the median (5),
the right group ranges from 5 to 10
</p>
</div>
</div>
<div id="figure-h3" class="section level2">
<h2>Figure H3</h2>
<pre class="r"><code>mm_by_gender &lt;- cj(df_long, fc, estimate = &quot;mm&quot;, id = ~ respondent,
                   by = ~ gender)

mm_by_gender_diff &lt;- cj(df_long, fc, estimate = &quot;mm_diff&quot;, id = ~ respondent,
                        by = ~ gender)

sg &lt;- plot(mm_by_gender, group = &quot;gender&quot;, vline = 0.5, size = 1) +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_color_brewer(palette = &quot;Paired&quot;, na.translate = F) +
  guides(shape = &quot;none&quot;) + theme_bw() +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

sg_diff &lt;- plot(mm_by_gender_diff, group = &quot;gender&quot;, size = 1) +
  scale_y_discrete(labels = NULL) +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_colour_grey(na.translate = F) + 
  theme_bw() +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

hg &lt;- arrangeGrob(sg, sg_diff, ncol = 2,
                  widths = unit(c(10,7), c(&quot;cm&quot;)))
grid.arrange(hg)</code></pre>
<div class="figure">
<img 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" alt="Subgroup heterogeneity by respondent gender. Note: Results of the choice-based outcome of the conjoint: Left plot shows marginal means by respondent gender, right plot shows difference between the two." width="864" />
<p class="caption">
Subgroup heterogeneity by respondent gender. Note: Results of the
choice-based outcome of the conjoint: Left plot shows marginal means by
respondent gender, right plot shows difference between the two.
</p>
</div>
</div>
<div id="figure-h4" class="section level2">
<h2>Figure H4</h2>
<pre class="r"><code>mm_by_sexuality &lt;- cj(df_long, fc, estimate = &quot;mm&quot;, id = ~ respondent,
                      by = ~ sexual_orientation)

mm_by_sexuality_diff &lt;- cj(df_long, fc, estimate = &quot;mm_diff&quot;, id = ~ respondent,
                           by = ~ sexual_orientation)

ssex &lt;- plot(mm_by_sexuality, group = &quot;sexual_orientation&quot;, vline = 0.5, size = 1) +
  scale_color_brewer(palette = &quot;Paired&quot;, na.translate = F) +
  theme_bw() +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_y_discrete(labels = rev(c(&quot;(Occupation)&quot;, &quot;Lawyer&quot;, &quot;Engineer&quot;, &quot;Primary school teacher&quot;,
                                  &quot;Electrician&quot;, &quot;Gardener&quot;, &quot;Waiter&quot;,
                                  &quot;(Education)&quot;, &quot;University degree&quot;, &quot;Vocational degree&quot;, &quot;High school degree&quot;,
                                  &quot;(Income)&quot;, &quot;High income&quot;, &quot;Medium income&quot;, &quot;Low income&quot;,
                                  &quot;(Gender)&quot;, &quot;Female&quot;, &quot;Male&quot;,
                                  &quot;(Sexuality)&quot;, &quot;Homosexual&quot;, &quot;Heterosexual&quot;,
                                  &quot;(Migration background)&quot;, &quot;Nigerian&quot;, &quot;Kosovar&quot;, &quot;Turkish&quot;, &quot;Italian&quot;, &quot;None&quot;,
                                  &quot;(Place of residence)&quot;, &quot;Countryside&quot;, &quot;Suburbs&quot;, &quot;Big city&quot;,
                                  &quot;(Age)&quot;, &quot;62 years&quot;, &quot;46 years&quot;, &quot;29 years&quot;))) +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank(),
        text = element_text(size=10))

ssex_diff &lt;- plot(mm_by_sexuality_diff, group = &quot;sexual_orientation&quot;, size = 1) +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_y_discrete(labels = NULL) +
  scale_colour_grey(na.translate = F) + 
  theme_bw() +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

pssex &lt;- arrangeGrob(ssex, ssex_diff, ncol = 2,
                     widths = unit(c(10,7), c(&quot;cm&quot;)))
grid.arrange(pssex)</code></pre>
<div class="figure">
<img src="data:image/png;base64,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" alt="Subgroup heterogeneity by respondent sexual orientation. Note: Results of the choice-based outcome of the conjoint: Left plot shows marginal means by respondent sexuality, right plot shows difference between the two." width="864" />
<p class="caption">
Subgroup heterogeneity by respondent sexual orientation. Note: Results
of the choice-based outcome of the conjoint: Left plot shows marginal
means by respondent sexuality, right plot shows difference between the
two.
</p>
</div>
</div>
<div id="figure-h5" class="section level2">
<h2>Figure H5</h2>
<pre class="r"><code>mm_by_edu &lt;- cj(df_long, fc, estimate = &quot;mm&quot;, id = ~ respondent,
                by = ~ edu)

mm_by_edu_diff &lt;- cj(df_long, fc, estimate = &quot;mm_diff&quot;, id = ~ respondent,
                     by = ~ edu)

se &lt;- plot(mm_by_edu, group = &quot;edu&quot;, vline = 0.5, size = 1) +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_color_manual(values = c(&quot;dodgerblue4&quot;, &quot;lightskyblue3&quot;, &quot;lightcyan2&quot;), na.translate = F) +
  guides(shape = &quot;none&quot;) + theme_bw() +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

se_diff &lt;- plot(mm_by_edu_diff, group = &quot;edu&quot;, size = 1) +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_colour_grey(na.translate = F) + 
  scale_y_discrete(labels = NULL) +
  theme_bw() +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

he &lt;- arrangeGrob(se, se_diff, ncol = 2,
                  widths = unit(c(10,7), c(&quot;cm&quot;)))
grid.arrange(he)</code></pre>
<div class="figure">
<img src="data:image/png;base64,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" alt="Subgroup heterogeneity by respondent education level. Note: Results of the choice-based outcome of the conjoint: Left plot shows marginal means by respondent edcation level, right plot shows difference between medium/high and low education." width="864" />
<p class="caption">
Subgroup heterogeneity by respondent education level. Note: Results of
the choice-based outcome of the conjoint: Left plot shows marginal means
by respondent edcation level, right plot shows difference between
medium/high and low education.
</p>
</div>
</div>
<div id="figure-h6" class="section level2">
<h2>Figure H6</h2>
<pre class="r"><code>mm_by_age &lt;- cj(df_long, fc, estimate = &quot;mm&quot;, id = ~ respondent,
                by = ~ age_group)

mm_by_age_diff &lt;- cj(df_long, fc, estimate = &quot;mm_diff&quot;, id = ~ respondent,
                     by = ~ age_group)

sag &lt;- plot(mm_by_age, group = &quot;age_group&quot;, vline = 0.5, size = 1) +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_color_manual(values = c(&quot;dodgerblue4&quot;, &quot;lightskyblue3&quot;, &quot;lightcyan2&quot;), na.translate = F) +
  theme_bw() +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

sag_diff &lt;- plot(mm_by_age_diff, group = &quot;age_group&quot;, size = 1) +
  geom_hline(yintercept = c(4, 8, 14, 17, 20, 24, 28), size = 0.25) +
  scale_colour_grey(na.translate = F) + 
  scale_y_discrete(labels = NULL) +
  theme_bw() +
  theme(legend.position = &quot;bottom&quot;, legend.title=element_blank()) +
  theme(text = element_text(size=10))

hag &lt;- arrangeGrob(sag, sag_diff, ncol = 2,
                   widths = unit(c(10,7), c(&quot;cm&quot;)))
grid.arrange(hag)</code></pre>
<div class="figure">
<img 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" alt="Subgroup heterogeneity by respondent age group. Note: Results of the choice-based outcome of the conjoint: Left plot shows marginal means by respondent age group, right plot shows difference between middle-aged/older and younger respondents." width="864" />
<p class="caption">
Subgroup heterogeneity by respondent age group. Note: Results of the
choice-based outcome of the conjoint: Left plot shows marginal means by
respondent age group, right plot shows difference between
middle-aged/older and younger respondents.
</p>
</div>
</div>
<div id="table-h2" class="section level2">
<h2>Table H2</h2>
<pre class="r"><code>tmmm &lt;- left_join(mm_by_mig, mm_by_mig_diff,
                  by = c(&quot;feature&quot;, &quot;level&quot;)) %&gt;% 
  mutate(
    BY.x = fct_recode(factor(BY.x), 
                      &quot;no MB&quot; = &quot;no migration background&quot;,
                      &quot;with MB&quot; = &quot;with migration background&quot;)
  )


tmmm %&gt;% 
  mutate(feature = fct_recode(feature, 
                              &quot;Migr.backg&quot; = &quot;Migration.background&quot;,
                              &quot;Place&quot; = &quot;Place.of.residence&quot;)) %&gt;% 
  arrange(feature, level) %&gt;% 
  select(&quot;By RMB&quot; = BY.x, &quot;Attribute&quot; = feature, &quot;Level&quot; = level, 
         &quot;MM&quot; = estimate.x,  &quot;MM diff.&quot; = estimate.y, &quot;Std. error diff.&quot; = std.error.y) %&gt;% 
  mutate(across(where(is.numeric), ~as.character(signif(., 3)))) %&gt;% 
  kbl(digits = 3, caption = &quot;Subgroup marginal means (MM) and difference in MM by respondent migration background (RMB)&quot;) %&gt;% 
  kable_classic(full_width = F)</code></pre>
<table class=" lightable-classic" style="color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Subgroup marginal means (MM) and difference in MM by respondent
migration background (RMB)
</caption>
<thead>
<tr>
<th style="text-align:left;">
By RMB
</th>
<th style="text-align:left;">
Attribute
</th>
<th style="text-align:left;">
Level
</th>
<th style="text-align:left;">
MM
</th>
<th style="text-align:left;">
MM diff.
</th>
<th style="text-align:left;">
Std. error diff.
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0.326
</td>
<td style="text-align:left;">
-0.00183
</td>
<td style="text-align:left;">
0.0113
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0.324
</td>
<td style="text-align:left;">
-0.00183
</td>
<td style="text-align:left;">
0.0113
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.348
</td>
<td style="text-align:left;">
0.0312
</td>
<td style="text-align:left;">
0.0144
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.379
</td>
<td style="text-align:left;">
0.0312
</td>
<td style="text-align:left;">
0.0144
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.497
</td>
<td style="text-align:left;">
-0.0224
</td>
<td style="text-align:left;">
0.018
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.475
</td>
<td style="text-align:left;">
-0.0224
</td>
<td style="text-align:left;">
0.018
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
0.653
</td>
<td style="text-align:left;">
-0.0104
</td>
<td style="text-align:left;">
0.0178
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
0.642
</td>
<td style="text-align:left;">
-0.0104
</td>
<td style="text-align:left;">
0.0178
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
0.767
</td>
<td style="text-align:left;">
0.00955
</td>
<td style="text-align:left;">
0.0196
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
0.776
</td>
<td style="text-align:left;">
0.00955
</td>
<td style="text-align:left;">
0.0196
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
0.824
</td>
<td style="text-align:left;">
-0.00168
</td>
<td style="text-align:left;">
0.0173
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
0.822
</td>
<td style="text-align:left;">
-0.00168
</td>
<td style="text-align:left;">
0.0173
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0.282
</td>
<td style="text-align:left;">
0.0241
</td>
<td style="text-align:left;">
0.014
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0.306
</td>
<td style="text-align:left;">
0.0241
</td>
<td style="text-align:left;">
0.014
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.419
</td>
<td style="text-align:left;">
-0.00242
</td>
<td style="text-align:left;">
0.0105
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.416
</td>
<td style="text-align:left;">
-0.00242
</td>
<td style="text-align:left;">
0.0105
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.654
</td>
<td style="text-align:left;">
0.00254
</td>
<td style="text-align:left;">
0.00844
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.657
</td>
<td style="text-align:left;">
0.00254
</td>
<td style="text-align:left;">
0.00844
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0.325
</td>
<td style="text-align:left;">
0.00828
</td>
<td style="text-align:left;">
0.0101
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0.333
</td>
<td style="text-align:left;">
0.00828
</td>
<td style="text-align:left;">
0.0101
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.526
</td>
<td style="text-align:left;">
0.00421
</td>
<td style="text-align:left;">
0.00853
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.53
</td>
<td style="text-align:left;">
0.00421
</td>
<td style="text-align:left;">
0.00853
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.748
</td>
<td style="text-align:left;">
-0.0111
</td>
<td style="text-align:left;">
0.0138
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.737
</td>
<td style="text-align:left;">
-0.0111
</td>
<td style="text-align:left;">
0.0138
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0.526
</td>
<td style="text-align:left;">
-0.00145
</td>
<td style="text-align:left;">
0.00748
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0.525
</td>
<td style="text-align:left;">
-0.00145
</td>
<td style="text-align:left;">
0.00748
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
0.474
</td>
<td style="text-align:left;">
0.00105
</td>
<td style="text-align:left;">
0.00768
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
0.475
</td>
<td style="text-align:left;">
0.00105
</td>
<td style="text-align:left;">
0.00768
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0.51
</td>
<td style="text-align:left;">
-0.000898
</td>
<td style="text-align:left;">
0.00375
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0.51
</td>
<td style="text-align:left;">
-0.000898
</td>
<td style="text-align:left;">
0.00375
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
0.458
</td>
<td style="text-align:left;">
0.0031
</td>
<td style="text-align:left;">
0.0151
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
0.461
</td>
<td style="text-align:left;">
0.0031
</td>
<td style="text-align:left;">
0.0151
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
0.566
</td>
<td style="text-align:left;">
-0.00691
</td>
<td style="text-align:left;">
0.00627
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
0.559
</td>
<td style="text-align:left;">
-0.00691
</td>
<td style="text-align:left;">
0.00627
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
0.508
</td>
<td style="text-align:left;">
0.0282
</td>
<td style="text-align:left;">
0.0225
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
0.536
</td>
<td style="text-align:left;">
0.0282
</td>
<td style="text-align:left;">
0.0225
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
0.413
</td>
<td style="text-align:left;">
-0.014
</td>
<td style="text-align:left;">
0.022
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
0.399
</td>
<td style="text-align:left;">
-0.014
</td>
<td style="text-align:left;">
0.022
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
0.381
</td>
<td style="text-align:left;">
0.0161
</td>
<td style="text-align:left;">
0.0229
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
0.397
</td>
<td style="text-align:left;">
0.0161
</td>
<td style="text-align:left;">
0.0229
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
0.305
</td>
<td style="text-align:left;">
0.00749
</td>
<td style="text-align:left;">
0.0216
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
0.312
</td>
<td style="text-align:left;">
0.00749
</td>
<td style="text-align:left;">
0.0216
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0.507
</td>
<td style="text-align:left;">
-0.00151
</td>
<td style="text-align:left;">
0.0107
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0.506
</td>
<td style="text-align:left;">
-0.00151
</td>
<td style="text-align:left;">
0.0107
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
0.497
</td>
<td style="text-align:left;">
0.0066
</td>
<td style="text-align:left;">
0.0106
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
0.503
</td>
<td style="text-align:left;">
0.0066
</td>
<td style="text-align:left;">
0.0106
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
0.496
</td>
<td style="text-align:left;">
-0.00448
</td>
<td style="text-align:left;">
0.0105
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
0.491
</td>
<td style="text-align:left;">
-0.00448
</td>
<td style="text-align:left;">
0.0105
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0.495
</td>
<td style="text-align:left;">
-0.00461
</td>
<td style="text-align:left;">
0.0104
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0.49
</td>
<td style="text-align:left;">
-0.00461
</td>
<td style="text-align:left;">
0.0104
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.515
</td>
<td style="text-align:left;">
-0.00225
</td>
<td style="text-align:left;">
0.0111
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.512
</td>
<td style="text-align:left;">
-0.00225
</td>
<td style="text-align:left;">
0.0111
</td>
</tr>
<tr>
<td style="text-align:left;">
no MB
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
0.49
</td>
<td style="text-align:left;">
0.00752
</td>
<td style="text-align:left;">
0.0117
</td>
</tr>
<tr>
<td style="text-align:left;">
with MB
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
0.498
</td>
<td style="text-align:left;">
0.00752
</td>
<td style="text-align:left;">
0.0117
</td>
</tr>
</tbody>
</table>
</div>
<div id="table-h3" class="section level2">
<h2>Table H3</h2>
<pre class="r"><code>tmmp &lt;- left_join(mm_by_ur, mm_by_ur_diff,
                  by = c(&quot;feature&quot;, &quot;level&quot;))

tmmp %&gt;% 
  mutate(feature = fct_recode(feature, 
                              &quot;Migr.backg&quot; = &quot;Migration.background&quot;,
                              &quot;Place&quot; = &quot;Place.of.residence&quot;)) %&gt;% 
  arrange(feature, level) %&gt;% 
  select(&quot;By RP&quot; = BY.x, &quot;Attribute&quot; = feature, &quot;Level&quot; = level, 
         &quot;MM&quot; = estimate.x,  &quot;MM diff.&quot; = estimate.y, &quot;Std. error diff.&quot; = std.error.y) %&gt;% 
  mutate(across(where(is.numeric), ~as.character(signif(., 3)))) %&gt;% 
  kbl(digits = 3, caption = &quot;Subgroup marginal means (MM) and difference in MM by respondent place of residence (RP)&quot;) %&gt;% 
  kable_classic(full_width = F)</code></pre>
<table class=" lightable-classic" style="color: black; font-family: &quot;Arial Narrow&quot;, &quot;Source Sans Pro&quot;, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Subgroup marginal means (MM) and difference in MM by respondent place of
residence (RP)
</caption>
<thead>
<tr>
<th style="text-align:left;">
By RP
</th>
<th style="text-align:left;">
Attribute
</th>
<th style="text-align:left;">
Level
</th>
<th style="text-align:left;">
MM
</th>
<th style="text-align:left;">
MM diff.
</th>
<th style="text-align:left;">
Std. error diff.
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0.329
</td>
<td style="text-align:left;">
-0.00642
</td>
<td style="text-align:left;">
0.0104
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Waiter
</td>
<td style="text-align:left;">
0.323
</td>
<td style="text-align:left;">
-0.00642
</td>
<td style="text-align:left;">
0.0104
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.365
</td>
<td style="text-align:left;">
-0.0151
</td>
<td style="text-align:left;">
0.0131
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Gardener
</td>
<td style="text-align:left;">
0.35
</td>
<td style="text-align:left;">
-0.0151
</td>
<td style="text-align:left;">
0.0131
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.495
</td>
<td style="text-align:left;">
-0.00343
</td>
<td style="text-align:left;">
0.0169
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Electrician
</td>
<td style="text-align:left;">
0.491
</td>
<td style="text-align:left;">
-0.00343
</td>
<td style="text-align:left;">
0.0169
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
0.632
</td>
<td style="text-align:left;">
0.0303
</td>
<td style="text-align:left;">
0.0155
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Primary school teacher
</td>
<td style="text-align:left;">
0.662
</td>
<td style="text-align:left;">
0.0303
</td>
<td style="text-align:left;">
0.0155
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
0.76
</td>
<td style="text-align:left;">
0.0145
</td>
<td style="text-align:left;">
0.0185
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Engineer
</td>
<td style="text-align:left;">
0.774
</td>
<td style="text-align:left;">
0.0145
</td>
<td style="text-align:left;">
0.0185
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
0.823
</td>
<td style="text-align:left;">
0.00206
</td>
<td style="text-align:left;">
0.0159
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Occupation
</td>
<td style="text-align:left;">
Lawyer
</td>
<td style="text-align:left;">
0.825
</td>
<td style="text-align:left;">
0.00206
</td>
<td style="text-align:left;">
0.0159
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0.298
</td>
<td style="text-align:left;">
-0.0162
</td>
<td style="text-align:left;">
0.0129
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
High school degree
</td>
<td style="text-align:left;">
0.282
</td>
<td style="text-align:left;">
-0.0162
</td>
<td style="text-align:left;">
0.0129
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.426
</td>
<td style="text-align:left;">
-0.0122
</td>
<td style="text-align:left;">
0.00953
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
Vocational degree
</td>
<td style="text-align:left;">
0.414
</td>
<td style="text-align:left;">
-0.0122
</td>
<td style="text-align:left;">
0.00953
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.644
</td>
<td style="text-align:left;">
0.0177
</td>
<td style="text-align:left;">
0.00754
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Education
</td>
<td style="text-align:left;">
University degree
</td>
<td style="text-align:left;">
0.662
</td>
<td style="text-align:left;">
0.0177
</td>
<td style="text-align:left;">
0.00754
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0.328
</td>
<td style="text-align:left;">
-0.00247
</td>
<td style="text-align:left;">
0.00912
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Low income
</td>
<td style="text-align:left;">
0.326
</td>
<td style="text-align:left;">
-0.00247
</td>
<td style="text-align:left;">
0.00912
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.53
</td>
<td style="text-align:left;">
-0.00551
</td>
<td style="text-align:left;">
0.00782
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
Medium income
</td>
<td style="text-align:left;">
0.525
</td>
<td style="text-align:left;">
-0.00551
</td>
<td style="text-align:left;">
0.00782
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.747
</td>
<td style="text-align:left;">
-0.001
</td>
<td style="text-align:left;">
0.0123
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Income
</td>
<td style="text-align:left;">
High income
</td>
<td style="text-align:left;">
0.746
</td>
<td style="text-align:left;">
-0.001
</td>
<td style="text-align:left;">
0.0123
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0.526
</td>
<td style="text-align:left;">
-0.000138
</td>
<td style="text-align:left;">
0.00669
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Male
</td>
<td style="text-align:left;">
0.525
</td>
<td style="text-align:left;">
-0.000138
</td>
<td style="text-align:left;">
0.00669
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
0.474
</td>
<td style="text-align:left;">
4.31e-05
</td>
<td style="text-align:left;">
0.00681
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Gender
</td>
<td style="text-align:left;">
Female
</td>
<td style="text-align:left;">
0.474
</td>
<td style="text-align:left;">
4.31e-05
</td>
<td style="text-align:left;">
0.00681
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0.509
</td>
<td style="text-align:left;">
0.0017
</td>
<td style="text-align:left;">
0.0035
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Heterosexual
</td>
<td style="text-align:left;">
0.511
</td>
<td style="text-align:left;">
0.0017
</td>
<td style="text-align:left;">
0.0035
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
0.464
</td>
<td style="text-align:left;">
-0.00819
</td>
<td style="text-align:left;">
0.0139
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Sexuality
</td>
<td style="text-align:left;">
Homosexual
</td>
<td style="text-align:left;">
0.456
</td>
<td style="text-align:left;">
-0.00819
</td>
<td style="text-align:left;">
0.0139
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
0.567
</td>
<td style="text-align:left;">
-0.00383
</td>
<td style="text-align:left;">
0.0056
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
None
</td>
<td style="text-align:left;">
0.563
</td>
<td style="text-align:left;">
-0.00383
</td>
<td style="text-align:left;">
0.0056
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
0.513
</td>
<td style="text-align:left;">
0.00167
</td>
<td style="text-align:left;">
0.0202
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Italian
</td>
<td style="text-align:left;">
0.514
</td>
<td style="text-align:left;">
0.00167
</td>
<td style="text-align:left;">
0.0202
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
0.417
</td>
<td style="text-align:left;">
-0.0115
</td>
<td style="text-align:left;">
0.02
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Turkish
</td>
<td style="text-align:left;">
0.405
</td>
<td style="text-align:left;">
-0.0115
</td>
<td style="text-align:left;">
0.02
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
0.373
</td>
<td style="text-align:left;">
0.0185
</td>
<td style="text-align:left;">
0.021
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Kosovar
</td>
<td style="text-align:left;">
0.392
</td>
<td style="text-align:left;">
0.0185
</td>
<td style="text-align:left;">
0.021
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
0.298
</td>
<td style="text-align:left;">
0.0145
</td>
<td style="text-align:left;">
0.0191
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Migr.backg
</td>
<td style="text-align:left;">
Nigerian
</td>
<td style="text-align:left;">
0.313
</td>
<td style="text-align:left;">
0.0145
</td>
<td style="text-align:left;">
0.0191
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0.501
</td>
<td style="text-align:left;">
0.00858
</td>
<td style="text-align:left;">
0.00975
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Big city
</td>
<td style="text-align:left;">
0.51
</td>
<td style="text-align:left;">
0.00858
</td>
<td style="text-align:left;">
0.00975
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
0.495
</td>
<td style="text-align:left;">
0.00462
</td>
<td style="text-align:left;">
0.00962
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Suburbs
</td>
<td style="text-align:left;">
0.5
</td>
<td style="text-align:left;">
0.00462
</td>
<td style="text-align:left;">
0.00962
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
0.503
</td>
<td style="text-align:left;">
-0.0132
</td>
<td style="text-align:left;">
0.00964
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Place
</td>
<td style="text-align:left;">
Countryside
</td>
<td style="text-align:left;">
0.49
</td>
<td style="text-align:left;">
-0.0132
</td>
<td style="text-align:left;">
0.00964
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0.489
</td>
<td style="text-align:left;">
0.00713
</td>
<td style="text-align:left;">
0.00983
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
29 years
</td>
<td style="text-align:left;">
0.496
</td>
<td style="text-align:left;">
0.00713
</td>
<td style="text-align:left;">
0.00983
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.526
</td>
<td style="text-align:left;">
-0.0166
</td>
<td style="text-align:left;">
0.00985
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
46 years
</td>
<td style="text-align:left;">
0.509
</td>
<td style="text-align:left;">
-0.0166
</td>
<td style="text-align:left;">
0.00985
</td>
</tr>
<tr>
<td style="text-align:left;">
rural
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
0.485
</td>
<td style="text-align:left;">
0.00947
</td>
<td style="text-align:left;">
0.00986
</td>
</tr>
<tr>
<td style="text-align:left;">
urban
</td>
<td style="text-align:left;">
Age
</td>
<td style="text-align:left;">
62 years
</td>
<td style="text-align:left;">
0.495
</td>
<td style="text-align:left;">
0.00947
</td>
<td style="text-align:left;">
0.00986
</td>
</tr>
</tbody>
</table>
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